no code implementations • 22 May 2023 • Jesus Solano, Oana-Maria Camburu, Pasquale Minervini
Explaining the decisions of neural models is crucial for ensuring their trustworthiness at deployment time.
no code implementations • 5 Nov 2021 • Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa-Bahnsen
In this paper, we review the effectiveness of a feature-level fusion of super-app customer information, mobile phone line data, and traditional credit risk variables for the early detection of identity theft credit card fraud.
1 code implementation • 23 Sep 2021 • Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano
In particular, we discuss attacks against ReLU activation functions that make it possible to generate a family of malicious inputs, which are called fooling inputs, to be used at inference time to induce controlled misclassifications.